Computer Vision for Football Analysis in Python with Yolov8 & OpenCV

Deep learning web application for football analysis with Streamlit.
Used material links:
Project repo: github.com/Hmzbo/Football-Ana...
Custom dataset tips: docs.ultralytics.com/yolov5/t...
Annotation tools:
labelme: github.com/wkentaro/labelme
cvat: github.com/opencv/cvat
Let's connect:
LinkedIn: bit.ly/3roXgQ2
GitHub: bit.ly/3CrfRRP
Kaggle: bit.ly/3C1mqZD
Twitter: bit.ly/3UR06e3
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♪ Friday vibes - Creator Mix
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If you have any question, suggestion, or remark. Feel free to leave it in a comment below!
Until next time, stay safe!
#MLWH

[@ahmedboulahia6033]

Great content! The result is so professional 👏 👏

[@abdelmajidkansoussi6904]

Great work Mr Hamza. Please upload more content

[@TauquirAhmed-pe2ou]

Amazing project with great explanation

[@user-pl6sq9xx3o]

Amazing! Professional.❤

[@vivekgangurde9685]

Great work u have provided me great insight for my project its really helpful thank you 😊

[@obsidian_fury33]

Great work my man, thnx for the share.

[@beattiewarren]

Brilliant! Respect!

[@bayda3695]

great work. can you upload the dataset to the Roboflow so we can download it easily?

[@bayda3695]

can we use google colab or host the web application on a server with GPU to improve the tracking speed?

[@raylenders1858]

Hey, good work reducing computing data when you reduced the homogenous matrix update frequency.

[@zorananastasius]

what website was used for the Footbal Players Detection ??

[@alirezaghasrimanesh2431]

amazing!

[@mdriad4521]

great man! we want more end to end project like this.

[@abrahamceviz]

Türksünüz herhalde. Aksanınız hoşuma gitti :) Dinlemek oldukça güzel sizi

[@ilyass78877]

Moroccan

[@Kishi1969]

Dear Sir,can the project also be using for other detection, like these 3 parameters ( Bus,car and truck) with datasets annotated already and video are available,if possible let me hear from you Sir, once again you have done a great job

[@alexanderwijayanto2780]

Mantap bro 😊

[@kappaebi6802]

Thank you for this video! Very interesting to me. Would you tell me how you got technical recording game? I want to get recent technical recording games in Premier League.

[@MLWH]

I only found a few recordings on youtube. I don't know where you can find more recent ones.

[@kappaebi6802]

Thank you so much! I try to look for them.

[@minuanand6916]

hello , I am stuck in an project where I have to track the movement of a cricket ball , so can you help me in that?

[@samridhgoel752]

i also wanna build a something similar luke this in cricket, maybe we can help each other

[@abuyusufmushtaha9014]

يا حمزة نزل بلعربي الاجانب كثار بالمجال عكس العرب

[@BerkerTomac]

Thank you for this great content! Is it possible for you to share the datasets for Players and Keypoints, couldn't see them in your repository. Once again brilliant video.

[@MLWH]

I can't add the dataset to the Github repo because of its size. You can email me and I'll send you the dataset.

[@exitiumsn9064]

@@MLWH hey could i get the datasets aswel please

[@wojciechwoszczek1484]

@@MLWH Hey, I've also send you an email with request of sharing the dataset :) I'm looking forward to hearing from you, your video inspired me!

[@user-zw7zd3qv1w]

​@@wojciechwoszczek1484Did you receive the dataset?

[@user-zw7zd3qv1w]

​@@exitiumsn9064Did you receive the dataset?

[@altafurrahman9404]

You deserve a subscribe atleast

[@blackseastorm61]

I want you to make a different "DL in medicine" project than other channels. People make them in short, lack of deeply understandable, lack of math, lack of information, and inefficient ways. Most of them don't share datasets, or make it very short&fast. Some type the code fastly and just run it in beginner level. Make an at least 2 hours of project video which includes information of problem, models used, library functions and coding step by step. And please share the dataset in the end. Medical classification or clustering. Show us the image processing and model tuning

[@yagzsoylu8653]

blackseastormu nerden biliyorsun merak ettim

[@blackseastorm61]

@@yagzsoylu8653 internette aratınca şarkıcı çıkıyor ben onu bilmiyordum xD sadece karadeniz fırtınası yazmak istemiştim eski ve hızlı zamanlardı :P kaldı öyle

[@shekharmeena529]

How can we detection actions like foul, yellow card, red card, goal, corner in the real live match using this

[@MLWH]

For that you need to add a model for football event detection.

[@jayeshbaviskar9251]

@@MLWH can you give a overview of how it can be implemented

[@MLWH]

@@jayeshbaviskar9251 The simplest approach is to train a model that takes as input a sequence of frames and predicts the event happening.

[@pkmnjourney]

what if we wanted to also track the player?

[@MLWH]

To do that you can either use the tracking capabilities of Yolov8, or implement a tracking algorithm like deepsort in the loop

[@abdellatif.laghjaj]

Your are Moroccan ?

[@thebudaxcorporate9763]

streamlit power

[@nadjibbensaidane6552]

حمزة معندكش لي فيديو بل عربية ؟

[@user-mo1io3sm2k]

فين اخاي مزيان ممكن تعطيني فيسبوك ديالك ندوي معاك الله يحفظك ❤

[@arupde6320]

be regular

[@thomasbradley2916]

why yolov5 and not yolov8?

[@MLWH]

🤔 It's Yolov8

[@thiagopereiradossantos588]

I think it's very weak , I can do better

[@woofy4852]

Hi bro, do you have any discord? cuz i need help with this code T-T

[@MLWH]

I don't use discord. But you can email me your questions, and I'll try to clarify the code for you.